2 papers
stat.ML2025
First-Extinction Law for Resampling Processes
Matteo Benati, Alessandro Londei, Denise Lanzieri +1
Extinction times in resampling processes are fundamental yet often intractable, as previous formulas scale as with the number of states present in the initial probability…
cs.LG2025
Lyapunov Learning at the Onset of Chaos
Matteo Benati, Alessandro Londei, Denise Lanzieri +1
Handling regime shifts and non-stationary time series in deep learning systems presents a significant challenge. In the case of online learning, when new information is introduced,…